Document DeepSeek agent loop benchmark path

[SonAIengine]

Summary

• make DeepSeek Flash the preferred documented agent-loop quality path
• document the new --llm-preset deepseek command for full MS MARCO agent-loop runs
• demote the local Ollama/Qwen fallback language to historical functional smoke only

Verification

• git diff --check